Introduction The adoption of energy management systems (EMS) has become vital for industries aiming for sustainability and efficiency. One prominent player in this area is WEM, short for ‘Wireless Energy Management’, which is gaining traction for its ability to seamlessly integrate renewable energy sources into existing infrastructures. The importance of WEM lies in its capacity